The use of cluster analysis at the development of approaches on selection and administration of treatment to HIV-infected patients

The use of cluster analysis at the development of approaches on selection and administration of treatment to HIV-infected patients

The purpose of the study is the formation production rules for selecting combinations of antiretroviral drugs for patients with HIV infection for optimal therapy.Materials and methods. The cluster analysis base is the choice of patients whose treatment can be assessed as successful. As a result of t...

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Bibliographic Details
Main Authors: Nadezhda A. Gudilina, El’vira S. Ivanova, Andrey V. Sibiryakov, Natal’ya V. Mekhonoshina, Natal’ya B. Rostova, Rustam A. Fayzrakhmanov
Format: Article
Language:English
Published: Siberian State Medical University (Tomsk) 2017-10-01
Series:Бюллетень сибирской медицины
Subjects:
hiv infection
antiretroviral therapy
opportunistic infections
viral load
cd4 +-lymphocytes
expert system
cluster analysis
k-means method
Online Access:https://bulletin.ssmu.ru/jour/article/view/955
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